Sparse Flow LSTM does first person action recognition using sparse flow computed on frames of FPV video. Dataset used is HUJI egocentric activities dataset. 256 videos, 15 activity classes including background class. On average a video is of length 35 minutes. Total length of dataset is 110 hours.
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